Record, CLM, bronze and silver
CLM-416458
Received 2026-09-01T07:09:52Z, line 50,045 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | kenneth | Kenneth | Changed |
| Middle | — | — | Unchanged |
| Last name | miiller | Miiller | Changed |
| Date of birth | 07/05/1954 | 1954-07-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | ·· | — | Unchanged |
| ·UNKNOWN | — | Cleared | |
| Address | 9815 INDIAN SCHOOL RD | 9815 Indian School Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75043 | 75043 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- kenneth|miiller
- Address key
- 9815|indian school|75043
- Canonical first
- kenneth
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-57220 | 0.99 | Scored | — | Auto-linked |
| PRV-24876 | 0.83 | Scored | — | Sent to steward |
| CLM-416457 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016799
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kenneth Miller, 1954-07-05, 4 records, Verified
Evidence
Matched against TPA-57220
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically32e5364c9f2026-10-19 19:54:38, scoring_agentidentity id MBR-016799, confidence 0.991, method probabilistic, matched record TPA-57220, policy version 1
- Record linked automatically63878d44eb2026-10-19 19:52:09, scoring_agentidentity id MBR-016799, confidence 0.991, method probabilistic, matched record TPA-57220, policy version 1
- Record linked automatically56a568c5c52026-10-19 19:45:42, scoring_agentidentity id MBR-016799, confidence 0.991, method probabilistic, matched record TPA-57220, policy version 1
- Record linked automaticallyc93e72e4c32026-10-19 19:32:31, scoring_agentidentity id MBR-016799, confidence 0.991, method probabilistic, matched record TPA-57220, policy version 1
- Record linked automatically168bb372742026-10-19 19:31:28, scoring_agentidentity id MBR-000416, confidence 1, method probabilistic, matched record CLM-416459, policy version 1